Cover Image

Learning with Dynamics: Autonomous Regulation of UAV Based Communication Networks with Dynamic UAV Crew

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Ran, Li, Bowei, Zhang, Liyuan, Jiang, Xie, Wang, Miao
Format:	Preprint
Published:	2024
Subjects:	Systems and Control Machine Learning Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

When Learning Meets Dynamics: Distributed User Connectivity Maximization in UAV-Based Communication Networks
by: Li, Bowei, et al.
Published: (2024)

Maximizing User Connectivity in AI-Enabled Multi-UAV Networks: A Distributed Strategy Generalized to Arbitrary User Distributions
by: Li, Bowei, et al.
Published: (2024)

Lossy Cooperative UAV Relaying Networks: Outage Probability Analysis and Location Optimization
by: Lian, Ya, et al.
Published: (2024)

Semantic-Aware Edge Intelligence for UAV Handover in 6G Networks
by: Al-Hameed, Aubida A., et al.
Published: (2025)

UAV-Assisted Space-Air-Ground Integrated Networks: A Technical Review of Recent Learning Algorithms
by: Arani, Atefeh H., et al.
Published: (2022)

Network Resource Optimization for ML-Based UAV Condition Monitoring with Vibration Analysis
by: Gemayel, Alexandre, et al.
Published: (2025)

Optimizing Age of Trust and Throughput in Multi-Hop UAV-Aided IoT Networks
by: Luo, Yizhou, et al.
Published: (2025)

Hierarchical and Collaborative LLM-Based Control for Multi-UAV Motion and Communication in Integrated Terrestrial and Non-Terrestrial Networks
by: Yan, Zijiang, et al.
Published: (2025)

Reinforcement Learning for Dynamic Resource Allocation in Optical Networks: Hype or Hope?
by: Doherty, Michael, et al.
Published: (2025)

Delay Optimization in Remote ID-Based UAV Communication via BLE and Wi-Fi Switching
by: Zhu, Yian, et al.
Published: (2025)

Edge Caching Optimization with PPO and Transfer Learning for Dynamic Environments
by: Niknia, Farnaz, et al.
Published: (2024)

Resource Allocation Based on Optimal Transport Theory in ISAC-Enabled Multi-UAV Networks
by: Zheng, Yufeng, et al.
Published: (2024)

Hierarchical Multi-Agent DRL Based Dynamic Cluster Reconfiguration for UAV Mobility Management
by: Meer, Irshad A., et al.
Published: (2024)

UAV-Enabled Wireless-Powered Underground Communication Networks: A Novel Time Allocation Approach
by: Lin, Kaiqiang, et al.
Published: (2025)

UavNetSim-v1: A Python-based Simulation Platform for UAV Communication Networks
by: Zhou, Zihao, et al.
Published: (2025)

Advancing Experimental Platforms for UAV Communications: Insights from AERPAW'S Digital Twin
by: Moore, Joshua, et al.
Published: (2024)

Communication-Aware Multi-Agent Reinforcement Learning for Decentralized Cooperative UAV Deployment
by: Fan, Enguang, et al.
Published: (2026)

Resource Optimization in UAV-assisted IoT Networks: The Role of Generative AI
by: Sharif, Sana, et al.
Published: (2024)

3D UAV Trajectory Design for Fair and Energy-Efficient Communication: A Deep Reinforcement Learning Technique
by: Rasool, Shahid, et al.
Published: (2023)

Securing the Skies: An IRS-Assisted AoI-Aware Secure Multi-UAV System with Efficient Task Offloading
by: Joshi, Poorvi, et al.
Published: (2024)

Accelerating Development in UAV Network Digital Twins with a Flexible Simulation Framework
by: Hossen, Md Sharif, et al.
Published: (2025)

Interference-Aware Deployment for Maximizing User Satisfaction in Multi-UAV Wireless Networks
by: Lai, Chuan-Chi, et al.
Published: (2023)

Hybrid MAC Protocol with Integrated Multi-Layered Security for Resource-Constrained UAV Swarm Communications
by: Bhatt, Dhrumil, et al.
Published: (2025)

VoI-Driven Joint Optimization of Control and Communication in Vehicular Digital Twin Network
by: Lei, Lei, et al.
Published: (2025)

Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges
by: Cheng, Nan, et al.
Published: (2024)

Green UAV-enabled Internet-of-Things Network with AI-assisted NOMA for Disaster Management
by: Jamshed, Muhammad Ali, et al.
Published: (2023)

Personalized Hierarchical Split Federated Learning in Wireless Networks
by: Pervej, Md-Ferdous, et al.
Published: (2024)

A Versatile and Programmable UAV Platform for Radio Access Network and End-to-End Cellular Measurements
by: Abdullah, Sherwan Jalal, et al.
Published: (2025)

Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks
by: Pervej, Md Ferdous, et al.
Published: (2023)

Resource-Aware Hierarchical Federated Learning in Wireless Video Caching Networks
by: Pervej, Md Ferdous, et al.
Published: (2024)

Multi-Agent Deep Reinforcement Learning for Collaborative UAV Relay Networks under Jamming Atatcks
by: Nguyen, Thai Duong, et al.
Published: (2025)

Safety-Aware Multi-Agent Learning for Dynamic Network Bridging
by: Galliera, Raffaele, et al.
Published: (2024)

Machine Learning-Based Path Loss Modeling with Simplified Features
by: Ethier, Jonathan, et al.
Published: (2024)

Prototyping O-RAN Enabled UAV Experimentation for the AERPAW Testbed
by: Moore, Joshua, et al.
Published: (2024)

Optimizing Reinforcement Learning Training over Digital Twin Enabled Multi-fidelity Networks
by: Yu, Hanzhi, et al.
Published: (2026)

Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity
by: Pervej, Md Ferdous, et al.
Published: (2023)

Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning Approach
by: Lyu, Yifeng, et al.
Published: (2023)

An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models
by: Zhou, Hao, et al.
Published: (2024)

UAV-Assisted Cooperative Edge Inference for Low-Altitude Economy via MoE-based Hierarchical Deep Reinforcement Learning
by: Zhuang, Wenhao, et al.
Published: (2026)

Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles
by: Pervej, Ferdous, et al.
Published: (2025)